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Now Reading: Urban Network Analysis

fig.01 Quantity of reachable amenities available to a particular location in an urban network, on foot.

“The charged void” describes “architecture’s capacity to charge the space around it with energy, which can join up with other energies, define the nature of things that might come, anticipate happenings… a capacity we can feel and act on, but cannot necessarily describe or record”. 1

Click to play video explanation of Urban Network Analysis

What role does architecture play in the activation of urban space? Why are some spaces more active than others? City Form Lab’s 2 research leader, Assistant Professor Andres Sevtsuk, 3 is looking at new ways to respond to those very questions. He understands the Smithson’s “charged void” argument—a reference to the complex relationships that link the physical configuration of urban space to both the activity patterns and opinions of its users – qualities that he agrees are of great importance to any city.

Dr Sevtsuk accepts the need for vigilance against spatial determinism and agrees that spatial configuration is not "the dominant force affecting the life between buildings”. However, he argues that contemporary spatial analysis techniques now offer a unique opportunity to revisit the challenges of describing and analysing the “charged void” empirically. He also maintains that, because of the rapid construction and redevelopment of our cities, there is now a compelling need to understand the environmental factors that affect the nature and distribution of life on our streets. "These significant physical transformations will result in equally significant social transformations" said Dr Sevtsuk.4

Mobile interactions captured as data. A still from the UNA video by City Form Lab. Click to enlarge

City Form Lab’s research examines the theory that denser city environments tend to generate higher levels of interaction between people, establishments, and institutions than sparser city environments. They argue that density increases opportunities for “both planned and chance encounters, allowing the users of an area to get more done in less time and with lower transportation costs.” However, they also recognise that density alone is not sufficient to afford desirable interactions for living, working and recreation. It is often the subtle differences in the quality, not quantity, of interactions, which make one city or neighbourhood more attractive than another.

While the methods for capturing negative effects of density (e.g. congestion, friction etc.) are widely understood, the positive effects of density (e.g. vibrancy, walkability) remain poorly explored. City Form Lab has begun to focus their research efforts on capturing the elements that contribute positively to a dense urban environment, using an analysis and mapping approach that analyses the intensity of urban environments. They refer to this as Urban Network Analysis or UNA.

fig.02 UNA also captures quality of reachable events and amenities available on foot. Image by City Form Lab. Click to enlarge.

What does it all mean?

UNA tools allow one to quantify how many and what types of amenities are reachable on foot from a particular location on the network, as well as to capture the spatial qualities of the routes that lead to these amenities. City Form Lab refer to this as the Reach Accessibility of a location and they have found this to be correlated with distinct qualities of urban form that can foster the presence of diverse businesses in an area. (fig.01 and fig.o2)

These new tools can help us to quickly locate, not only how many destinations can be reached within a given walking radius, but also the intensity of interactions affected by spatial parameters suchs as building scale, location, shelter, setback, diversity, permeability and accessibility. When this much data is analysed over a prolonged period of time, shared patterns of predictable, and unpredictable, behaviour begin to emerge. These patterns can help us to observe the complexities of specific urban environments--where they affect urban life, and where they do not--and this kind of information will be invaluable for the planning of new buildings, public spaces and even entire precincts.

“We distinguish between urban density and urban intensity” says research leader, Assistant Professor Andres Sevtsuk: “because, whereas density refers to the amount of people or elements of urban form in a particular area, intensity refers to the concentration of activities on the ground floors along city streets. It is the part of the urban environment that people sense most directly and encounter on a daily basis.”4

Details

City Form Lab’s definition of urban intensity refers to the volume of spatial interactions that the ground floor of a district has to offer. According to Onur Ekmekci, a researcher on the UNA project, this definition is based on the principle that higher concentrations of activities produce enriching interactions and exchange between the users of a city, which in turn is one of the fundamental reasons that draws people to cities. (fig.03)

fig.03 Urban Intensity produces richer interactions between users of a city. A still from the UNA video by City Form Lab. Click to enlarge.

Although it is too early for the researchers to draw causal connections between built urban form and activity levels, they have shown that a high quantity of commercial activity can be achieved with remarkably different building types and neighbourhood configurations. A recent study compared two distinctly different study areas in the city of Singapore—first, the Albert Centre, a modern deep-floor-plate multi-story commercial area and, second, the Haji Lane area, a rather well preserved district of low-rise 19th century shop-houses accompanied by a few modern commercial buildings.

The study found that despite the low-rise form of the Haji Lane area, it surprisingly supports a higher density of activities per floor area than its high-rise counterpart. Andres Sevtsuk explains this difference is, in part, due to the larger size of individual establishments around the Albert Centre, and in part, due to the more fine grain urban fabric, smaller shop fronts and a greater number of individual structures around haji Ln. However, per unit of floor area, the low-rise area is more commercially intense and offers more interactions with varied shops, services and their customers.

When examined in the context of demographic activity in a given area, at a given time, Urban Network Analysis will become a very powerful tool in developing our understanding about how a variety of urban forms work.

Qualities that affect intensity and levels of urban interaction

According to City Form Lab, the three primary qualities of urban form that affect how many destinations can be reached within a given walking radius are:

fig.04 Qualities that affect intensity and levels of urban interaction. Click to Enlarge.

Scale: If the destination buildings are larger in volume, they can accommodate more establishments.

Frequency: If the number of neighbouring buildings rises, that is, if there is a denser spacing between buildings per linear length of street segments, then more destinations are encountered in the same walking range.

Location: If the destination is located at a more connected juncture of a street network, where more streets span out, then it can be reached by more patrons.

In addition, City Form Lab proposes that the volume of interactions produced in a specific area is affected by a number of more nuanced spatial design parameters (fig.04):

a. Sheltered Walkways. The amount of outdoor network that is sheltered as opposed to exposed to an open sky is particularly important in hot and/or wet climates.

b. Number of building entrances. Building entrances work as both origins and destinations of pedestrian traffic on city streets – streets with more entrances tend to channel more people.

c. Ground-Floor Heights. Sightlines between the street and the interiors of ground floor spaces get interrupted with significant height differences (>four feet), affecting the degree to which the interior is accessible and/or attracts attention.

d. Setbacks. Buildings with wider setback increase the effort for access and decrease the visibility for passers-by.

e. Age Diversity. Variations in building age may contribute to the perceived intensity of urban spaces. Buildings from different eras display a body of knowledge of their time, which can stimulate associations and meanings that intensify the cognitive experience of a street.

f. Edge Permeability. Permeable facades increase the visibility of the building contents, and increase the opportunities for interaction.

g. Transience. This indicator captures the amount of mobile vendors that are found around a place. Vendors using pushcarts on wheels tend to be highly visible to pedestrians as they can quickly locate to areas of high pedestrian traffic.

UNA tools can potentially provide more detailed information about the extent to which each of the above factors has an impact on activity, or not, within a given context.

Case Studies

City Form Lab have recently tested the UNA tools using data collected from detailed field surveys in two comparative sites within the Bugis district in Singapore (fig.05). One, situated on the corner of the Albert Centre, the other near the northern end of Haji Lane, were chosen for their interesting differences in the surrounding urban form. The Haji Lane location illustrates a rather well preserved fabric of the 19th century shop-houses accompanied by a few modern commercial buildings.

fig.05 Singapore Case Studies.Top: Albert Centre and, bottom: Haji Lane District. Image by City Form Lab

The Albert Street location used to house a similar shop-house fabric until the 1950s, but has since been entirely redeveloped with modern deep-floor-plate multi-story commercial structures. The origin pints of both sites were selected to be equidistant from the nearest Mass Rapid Transit (MRT) station – a quality whose difference could otherwise play an important role in affecting the density of commerce around the sites.

The data, collected in 2012, indicates that Albert Centre area has roughly 50% more commercial destinations in a 200m buffer than the Haji Lane area, a result explained by the considerably larger and newer structures around Albert Centre, which contain three times more commercial floor area. However, given the predominantly low-rise typology of the Haji Lane area, the Haji Lane area surprisingly supports a higher density of activities per floor area – 3.71 unique establishments per 1,000 square meters of surrounding floor area versus 1.68 establishments per 1,000 square meters of surrounding floor area at the Albert Centre. This difference is, in part, due to the larger size of individual establishments around the Albert Centre, and in part, due to the more fine grain urban fabric, smaller shop fronts and a greater number of individual structures around haji Ln. Per unit of floor area, Haji Lane is thus more commercially intense and offers more interactions with varied shops, services and their customers.

Overall, the comparison of the sites illustrates that a high quantity of commercial activity can be achieved with remarkably different building types and neighbourhood configurations, but the nature of the built environment that results from deep-floor plate shopping malls versus small-scale and granular shophouses, differs in quality. The commercial intensity of a malls is orchestrated by a landlord, while the commercial intensity of a street frontages emerges as a result of favourable morphological conditions, location and economic interaction between multiple landlords. The latter is less vulnerable to individual whims and economic fluctuations.

Andres Sevtsuk believes it is too early to draw any causal inference about the efficacy of different urban design solutions from the study and more research is needed to understand the social and economic effects of urban form on both sites. However, he argues that “the development of urban form metrics that capture important qualitative aspects of places is an important step towards developing a better empirical understanding of how good urban environments work.”

The research has so far explicitly focused on urban form, but not on socio-economic activities, zoning laws, incentives, or behavioural patterns that may also impact commercial intensity of the area. Furthermore, historical trends that could be responsible for the changes in the chosen sites need to be examined closely.


  1. Smithson, A.M. & Smithson, P., 2005. The charged void : urbanism, New York: Monacelli Press. 

  2. The City Form Lab at the Singapore University of Technology & Design in collaboration with the School of Architecture & Planning at MIT focuses on urban design, planning and architectural research. They develop new software tools for researching city form; use spatial analysis and statistics to investigate how the physical pattern of urban infrastructure affects the social, environmental and economic quality of urban environments; and develop creative design and policy solutions for contemporary urban challenges. cityform.mit.edu 

  3. Andres Sevtsuk is an Associate Professor in Architecture and Sustainable Design. Andres leads the City Form Lab at SUTD, which investigates the influence of urban form on the social, economic and environmental performance of cities using state of the art spatial analysis tools. He is also the founding principal of City Form Office, an architecture and planning firm currently based in Singapore.
    Before joining SUTD in 2011, Andres taught as a lecturer in Architecture and Urban Studies & Planning at MIT. He studied at L’École d’Architecture de la Ville & des Territoires (BArch) and MIT (SMArchS, PhD) and has worked as an architect, urban designer, consultant and researcher in Estonia, France and the United States. He has published a number of articles and book chapters on urban design, urban technology, and spatial analysis. 

  4. Sevtsuk, A., Ekmekci, O, Nixon, F., Amindarbari, R., 2013, "Capturing Urban Intensity" presented at the Urban Affairs Association annual conference in San Francisco.